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Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing

  • N. Shukla
  • , A. Parihar
  • , M. Cotter
  • , M. Barth
  • , X. Li
  • , N. Chandramoorthy
  • , H. Paik
  • , D. G. Schlom
  • , V. Narayanan
  • , A. Raychowdhury
  • , S. Datta

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Information processing applications related to associative computing like image / pattern recognition consume excessive computational resources in the Boolean processing framework. This motivates the exploration of a non-Boolean computing approach for such applications. In this work, we demonstrate, (i) novel hybrid set of pair-wise coupled oscillators comprising of vanadium dioxide (VO2) metal-insulator-transition (MIT) system integrated with MOSFET; (ii) degree of synchronization between oscillators based on input analog voltage difference; (iii) implementation of hardware platform for fast and efficient evaluation of Lk fractional distance norm (k<1); (iv) improved quality of image processing and ∼20X lower power consumption of the coupled oscillators over a CMOS accelerator.

Original languageEnglish (US)
Title of host publication2014 IEEE International Electron Devices Meeting, IEDM 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages28.7.1-28.7.4
EditionFebruary
ISBN (Electronic)9781479980017
DOIs
StatePublished - Feb 20 2015
Event2014 60th IEEE International Electron Devices Meeting, IEDM 2014 - San Francisco, United States
Duration: Dec 15 2014Dec 17 2014

Publication series

NameTechnical Digest - International Electron Devices Meeting, IEDM
NumberFebruary
Volume2015-February
ISSN (Print)0163-1918

Other

Other2014 60th IEEE International Electron Devices Meeting, IEDM 2014
Country/TerritoryUnited States
CitySan Francisco
Period12/15/1412/17/14

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Electrical and Electronic Engineering
  • Materials Chemistry

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